
/**************************************************************************
**
** Copyright (C) 1993 David E. Steward & Zbigniew Leyk, all rights reserved.
**
**			     Meschach Library
** 
** This Meschach Library is provided "as is" without any express 
** or implied warranty of any kind with respect to this software. 
** In particular the authors shall not be liable for any direct, 
** indirect, special, incidental or consequential damages arising 
** in any way from use of the software.
** 
** Everyone is granted permission to copy, modify and redistribute this
** Meschach Library, provided:
**  1.  All copies contain this copyright notice.
**  2.  All modified copies shall carry a notice stating who
**      made the last modification and the date of such modification.
**  3.  No charge is made for this software or works derived from it.  
**      This clause shall not be construed as constraining other software
**      distributed on the same medium as this software, nor is a
**      distribution fee considered a charge.
**
***************************************************************************/


/* matop.c 1.3 11/25/87 */


#include	<stdio.h>
#include	"matrix.h"

static	char	rcsid[] = "$Id: matop.c 3865 2011-11-02 06:38:43Z ycollet $";


/* m_add -- matrix addition -- may be in-situ */
MAT * m_add(MAT * mat1, MAT * mat2, MAT * out)
{
	u_int	m,n,i;

	if ( mat1==(MAT *)NULL || mat2==(MAT *)NULL )
		error(E_NULL,"m_add");
	if ( mat1->m != mat2->m || mat1->n != mat2->n )
		error(E_SIZES,"m_add");
	if ( out==(MAT *)NULL || out->m != mat1->m || out->n != mat1->n )
		out = m_resize(out,mat1->m,mat1->n);
	m = mat1->m;	n = mat1->n;
	for ( i=0; i<m; i++ )
	{
		__add__(mat1->me[i],mat2->me[i],out->me[i],(int)n);
		/**************************************************
		for ( j=0; j<n; j++ )
			out->me[i][j] = mat1->me[i][j]+mat2->me[i][j];
		**************************************************/
	}

	return (out);
}

/* m_sub -- matrix subtraction -- may be in-situ */
MAT * m_sub(MAT * mat1, MAT * mat2, MAT * out)
{
	u_int	m,n,i;

	if ( mat1==(MAT *)NULL || mat2==(MAT *)NULL )
		error(E_NULL,"m_sub");
	if ( mat1->m != mat2->m || mat1->n != mat2->n )
		error(E_SIZES,"m_sub");
	if ( out==(MAT *)NULL || out->m != mat1->m || out->n != mat1->n )
		out = m_resize(out,mat1->m,mat1->n);
	m = mat1->m;	n = mat1->n;
	for ( i=0; i<m; i++ )
	{
		__sub__(mat1->me[i],mat2->me[i],out->me[i],(int)n);
		/**************************************************
		for ( j=0; j<n; j++ )
			out->me[i][j] = mat1->me[i][j]-mat2->me[i][j];
		**************************************************/
	}

	return (out);
}

/* m_mlt -- matrix-matrix multiplication */
MAT * m_mlt(MAT * A, MAT * B, MAT * out) {
	u_int	i, /* j, */ k, m, n, p;
	Real	**A_v, **B_v /*, *B_row, *out_row, sum, tmp */;

	if ( A==(MAT *)NULL || B==(MAT *)NULL )
		error(E_NULL,"m_mlt");
	if ( A->n != B->m )
		error(E_SIZES,"m_mlt");
	if ( A == out || B == out )
		error(E_INSITU,"m_mlt");
	m = A->m;	n = A->n;	p = B->n;
	A_v = A->me;		B_v = B->me;

	if ( out==(MAT *)NULL || out->m != A->m || out->n != B->n )
		out = m_resize(out,A->m,B->n);

/****************************************************************
	for ( i=0; i<m; i++ )
		for  ( j=0; j<p; j++ )
		{
			sum = 0.0;
			for ( k=0; k<n; k++ )
				sum += A_v[i][k]*B_v[k][j];
			out->me[i][j] = sum;
		}
****************************************************************/
	m_zero(out);
	for ( i=0; i<m; i++ )
		for ( k=0; k<n; k++ )
		{
		    if ( A_v[i][k] != 0.0 )
		        __mltadd__(out->me[i],B_v[k],A_v[i][k],(int)p);
		    /**************************************************
		    B_row = B_v[k];	out_row = out->me[i];
		    for ( j=0; j<p; j++ )
			(*out_row++) += tmp*(*B_row++);
		    **************************************************/
		}

	return out;
}

/* mmtr_mlt -- matrix-matrix transposed multiplication
	-- A.B^T is returned, and stored in out */
MAT	*mmtr_mlt(MAT * A, MAT * B, MAT * out)
{
	int	i, j, limit;
	/* Real	*A_row, *B_row, sum; */

	if ( ! A || ! B )
		error(E_NULL,"mmtr_mlt");
	if ( A == out || B == out )
		error(E_INSITU,"mmtr_mlt");
	if ( A->n != B->n )
		error(E_SIZES,"mmtr_mlt");
	if ( ! out || out->m != A->m || out->n != B->m )
		out = m_resize(out,A->m,B->m);

	limit = A->n;
	for ( i = 0; i < A->m; i++ )
		for ( j = 0; j < B->m; j++ )
		{
		    out->me[i][j] = __ip__(A->me[i],B->me[j],(int)limit);
		    /**************************************************
		    sum = 0.0;
		    A_row = A->me[i];
		    B_row = B->me[j];
		    for ( k = 0; k < limit; k++ )
			sum += (*A_row++)*(*B_row++);
		    out->me[i][j] = sum;
		    **************************************************/
		}

	return out;
}

/* mtrm_mlt -- matrix transposed-matrix multiplication
	-- A^T.B is returned, result stored in out */
MAT * mtrm_mlt(MAT * A, MAT * B, MAT * out)
{
	int	i, k, limit;
	/* Real	*B_row, *out_row, multiplier; */

	if ( ! A || ! B )
		error(E_NULL,"mmtr_mlt");
	if ( A == out || B == out )
		error(E_INSITU,"mtrm_mlt");
	if ( A->m != B->m )
		error(E_SIZES,"mmtr_mlt");
	if ( ! out || out->m != A->n || out->n != B->n )
		out = m_resize(out,A->n,B->n);

	limit = B->n;
	m_zero(out);
	for ( k = 0; k < A->m; k++ )
		for ( i = 0; i < A->n; i++ )
		{
		    if ( A->me[k][i] != 0.0 )
			__mltadd__(out->me[i],B->me[k],A->me[k][i],(int)limit);
		    /**************************************************
		    multiplier = A->me[k][i];
		    out_row = out->me[i];
		    B_row   = B->me[k];
		    for ( j = 0; j < limit; j++ )
			*(out_row++) += multiplier*(*B_row++);
		    **************************************************/
		}

	return out;
}

/* mv_mlt -- matrix-vector multiplication 
		-- Note: b is treated as a column vector */
VEC * mv_mlt(MAT * A, VEC * b, VEC * out)
{
	u_int	i, m, n;
	Real	**A_v, *b_v /*, *A_row */;
	/* register Real	sum; */

	if ( A==(MAT *)NULL || b==(VEC *)NULL )
		error(E_NULL,"mv_mlt");
	if ( A->n != b->dim )
		error(E_SIZES,"mv_mlt");
	if ( b == out )
		error(E_INSITU,"mv_mlt");
	if ( out == (VEC *)NULL || out->dim != A->m )
		out = v_resize(out,A->m);

	m = A->m;		n = A->n;
	A_v = A->me;		b_v = b->ve;
	for ( i=0; i<m; i++ )
	{
		/* for ( j=0; j<n; j++ )
			sum += A_v[i][j]*b_v[j]; */
		out->ve[i] = __ip__(A_v[i],b_v,(int)n);
		/**************************************************
		A_row = A_v[i];		b_v = b->ve;
		for ( j=0; j<n; j++ )
			sum += (*A_row++)*(*b_v++);
		out->ve[i] = sum;
		**************************************************/
	}

	return out;
}

/* sm_mlt -- scalar-matrix multiply -- may be in-situ */
MAT * sm_mlt(double scalar, MAT * matrix, MAT * out)
{
	u_int	m,n,i;

	if ( matrix==(MAT *)NULL )
		error(E_NULL,"sm_mlt");
	if ( out==(MAT *)NULL || out->m != matrix->m || out->n != matrix->n )
		out = m_resize(out,matrix->m,matrix->n);
	m = matrix->m;	n = matrix->n;
	for ( i=0; i<m; i++ )
		__smlt__(matrix->me[i],(double)scalar,out->me[i],(int)n);
		/**************************************************
		for ( j=0; j<n; j++ )
			out->me[i][j] = scalar*matrix->me[i][j];
		**************************************************/
	return (out);
}

/* vm_mlt -- vector-matrix multiplication 
		-- Note: b is treated as a row vector */
VEC * vm_mlt(MAT * A, VEC * b, VEC * out)
{
	u_int	j,m,n;
	/* Real	sum,**A_v,*b_v; */

	if ( A==(MAT *)NULL || b==(VEC *)NULL )
		error(E_NULL,"vm_mlt");
	if ( A->m != b->dim )
		error(E_SIZES,"vm_mlt");
	if ( b == out )
		error(E_INSITU,"vm_mlt");
	if ( out == (VEC *)NULL || out->dim != A->n )
		out = v_resize(out,A->n);

	m = A->m;		n = A->n;

	v_zero(out);
	for ( j = 0; j < m; j++ )
		if ( b->ve[j] != 0.0 )
		    __mltadd__(out->ve,A->me[j],b->ve[j],(int)n);
	/**************************************************
	A_v = A->me;		b_v = b->ve;
	for ( j=0; j<n; j++ )
	{
		sum = 0.0;
		for ( i=0; i<m; i++ )
			sum += b_v[i]*A_v[i][j];
		out->ve[j] = sum;
	}
	**************************************************/

	return out;
}

/* m_transp -- transpose matrix */
MAT * m_transp(MAT * in, MAT * out)
{
	int	i, j;
	int	in_situ;
	Real	tmp;

	if ( in == (MAT *)NULL )
		error(E_NULL,"m_transp");
	if ( in == out && in->n != in->m )
		error(E_INSITU2,"m_transp");
	in_situ = ( in == out );
	if ( out == (MAT *)NULL || out->m != in->n || out->n != in->m )
		out = m_resize(out,in->n,in->m);

	if ( ! in_situ )
		for ( i = 0; i < in->m; i++ )
			for ( j = 0; j < in->n; j++ )
				out->me[j][i] = in->me[i][j];
	else
		for ( i = 1; i < in->m; i++ )
			for ( j = 0; j < i; j++ )
			{	tmp = in->me[i][j];
				in->me[i][j] = in->me[j][i];
				in->me[j][i] = tmp;
			}

	return out;
}

/* swap_rows -- swaps rows i and j of matrix A upto column lim */
MAT * swap_rows(MAT * A, int i, int j, int lo, int hi)
{
	int	k;
	Real	**A_me, tmp;

	if ( ! A )
		error(E_NULL,"swap_rows");
	if ( i < 0 || j < 0 || i >= A->m || j >= A->m )
		error(E_SIZES,"swap_rows");
	lo = max(0,lo);
	hi = min(hi,A->n-1);
	A_me = A->me;

	for ( k = lo; k <= hi; k++ )
	{
		tmp = A_me[k][i];
		A_me[k][i] = A_me[k][j];
		A_me[k][j] = tmp;
	}
	return A;
}

/* swap_cols -- swap columns i and j of matrix A upto row lim */
MAT * swap_cols(MAT * A, int i, int j, int lo, int hi)
{
	int	k;
	Real	**A_me, tmp;

	if ( ! A )
		error(E_NULL,"swap_cols");
	if ( i < 0 || j < 0 || i >= A->n || j >= A->n )
		error(E_SIZES,"swap_cols");
	lo = max(0,lo);
	hi = min(hi,A->m-1);
	A_me = A->me;

	for ( k = lo; k <= hi; k++ )
	{
		tmp = A_me[i][k];
		A_me[i][k] = A_me[j][k];
		A_me[j][k] = tmp;
	}
	return A;
}

/* ms_mltadd -- matrix-scalar multiply and add
	-- may be in situ
	-- returns out == A1 + s*A2 */
MAT * ms_mltadd(MAT * A1, MAT * A2, double s, MAT * out)
{
	/* register Real	*A1_e, *A2_e, *out_e; */
	/* register int	j; */
	int	i, m, n;

	if ( ! A1 || ! A2 )
		error(E_NULL,"ms_mltadd");
	if ( A1->m != A2->m || A1->n != A2->n )
		error(E_SIZES,"ms_mltadd");

	if ( s == 0.0 )
		return m_copy(A1,out);
	if ( s == 1.0 )
		return m_add(A1,A2,out);

	tracecatch(out = m_copy(A1,out),"ms_mltadd");

	m = A1->m;	n = A1->n;
	for ( i = 0; i < m; i++ )
	{
		__mltadd__(out->me[i],A2->me[i],s,(int)n);
		/**************************************************
		A1_e = A1->me[i];
		A2_e = A2->me[i];
		out_e = out->me[i];
		for ( j = 0; j < n; j++ )
		    out_e[j] = A1_e[j] + s*A2_e[j];
		**************************************************/
	}

	return out;
}

/* mv_mltadd -- matrix-vector multiply and add
	-- may not be in situ
	-- returns out == v1 + alpha*A*v2 */
VEC * mv_mltadd(VEC * v1, VEC * v2, MAT * A, double alpha, VEC * out)
{
	/* register	int	j; */
	int	i, m, n;
	Real	*v2_ve, *out_ve;

	if ( ! v1 || ! v2 || ! A )
		error(E_NULL,"mv_mltadd");
	if ( out == v2 )
		error(E_INSITU,"mv_mltadd");
	if ( v1->dim != A->m || v2->dim != A-> n )
		error(E_SIZES,"mv_mltadd");

	tracecatch(out = v_copy(v1,out),"mv_mltadd");

	v2_ve = v2->ve;	out_ve = out->ve;
	m = A->m;	n = A->n;

	if ( alpha == 0.0 )
	    return out;

	for ( i = 0; i < m; i++ )
	{
		out_ve[i] += alpha*__ip__(A->me[i],v2_ve,(int)n);
		/**************************************************
		A_e = A->me[i];
		sum = 0.0;
		for ( j = 0; j < n; j++ )
		    sum += A_e[j]*v2_ve[j];
		out_ve[i] = v1->ve[i] + alpha*sum;
		**************************************************/
	}

	return out;
}

/* vm_mltadd -- vector-matrix multiply and add
	-- may not be in situ
	-- returns out' == v1' + v2'*A */
VEC * vm_mltadd(VEC * v1, VEC * v2, MAT * A,double alpha, VEC * out)
{
	int	/* i, */ j, m, n;
	Real	tmp, /* *A_e, */ *out_ve;

	if ( ! v1 || ! v2 || ! A )
		error(E_NULL,"vm_mltadd");
	if ( v2 == out )
		error(E_INSITU,"vm_mltadd");
	if ( v1->dim != A->n || A->m != v2->dim )
		error(E_SIZES,"vm_mltadd");

	tracecatch(out = v_copy(v1,out),"vm_mltadd");

	out_ve = out->ve;	m = A->m;	n = A->n;
	for ( j = 0; j < m; j++ )
	{
		tmp = v2->ve[j]*alpha;
		if ( tmp != 0.0 )
		    __mltadd__(out_ve,A->me[j],tmp,(int)n);
		/**************************************************
		A_e = A->me[j];
		for ( i = 0; i < n; i++ )
		    out_ve[i] += A_e[i]*tmp;
		**************************************************/
	}

	return out;
}

